Python办公自动化,5分钟掌握openpyxl操作!

2022年7月29日 258点热度 0人点赞 0条评论
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今天给大家分享一篇用openpyxl操作Excel的文章。


各种数据需要导入Excel?多个Excel要合并?目前,Python处理Excel文件有很多库,openpyxl算是其中功能和性能做的比较好的一个。接下来我将为大家介绍各种Excel操作。


01
打开Excel文件



新建一个Excel文件

 >>> from openpyxl import Workbook >>> wb = Workbook()

打开现有Excel文件

>>> from openpyxl import load_workbook>>> wb2 = load_workbook('test.xlsx')

打开大文件时,根据需求使用只读或只写模式减少内存消耗。

wb = load_workbook(filename='large_file.xlsx', read_only=True)
wb = Workbook(write_only=True)

02
获取、创建工作表
获取当前活动工作表:
 >>> ws = wb.active

创建新的工作表:
    >>> ws1 = wb.create_sheet("Mysheet") # insert at the end (default)    # or    >>> ws2 = wb.create_sheet("Mysheet", 0) # insert at first position    # or    >>> ws3 = wb.create_sheet("Mysheet", -1) # insert at the penultimate position

使用工作表名字获取工作表:

    >>> ws3 = wb["New Title"]

获取所有的工作表名称:

    >>> print(wb.sheetnames)    ['Sheet2', 'New Title', 'Sheet1']使用for循环遍历所有的工作表:
>>> for sheet in wb: ... print(sheet.title)
03
保存
保存到流中在网络中使用:

    >>> from tempfile import NamedTemporaryFile    >>> from openpyxl import Workbook    >>> wb = Workbook()    >>> with NamedTemporaryFile() as tmp:            wb.save(tmp.name)            tmp.seek(0)            stream = tmp.read()保存到文件:
>>> wb = Workbook() >>> wb.save('balances.xlsx')保存为模板:
>>> wb = load_workbook('document.xlsx') >>> wb.template = True >>> wb.save('document_template.xltx')
04
单元格
单元格位置作为工作表的键直接读取:

    >>> c = ws['A4']

为单元格赋值:

    >>> ws['A4'] = 4    >>> c.value = 'hello, world'

多个单元格
可以使用切片访问单元格区域:

    >>> cell_range = ws['A1':'C2']

使用数值格式:

    >>> # set date using a Python datetime    >>> ws['A1'] = datetime.datetime(2010, 7, 21)    >>>>>> ws['A1'].number_format    'yyyy-mm-dd h:mm:ss'

使用公式:

    >>> # add a simple formula    >>> ws["A1"] = "=SUM(1, 1)"

合并单元格时,除左上角单元格外,所有单元格都将从工作表中删除:

    >>> ws.merge_cells('A2:D2')    >>> ws.unmerge_cells('A2:D2')    >>>>>> # or equivalently    >>> ws.merge_cells(start_row=2, start_column=1, end_row=4, end_column=4)    >>> ws.unmerge_cells(start_row=2, start_column=1, end_row=4, end_column=4)
05
行、列
可以单独指定行、列、或者行列的范围:

    >>> colC = ws['C']    >>> col_range = ws['C:D']    >>> row10 = ws[10]    >>> row_range = ws[5:10]

可以使用Worksheet.iter_rows()方法遍历行:

    >>> for row in ws.iter_rows(min_row=1, max_col=3, max_row=2):    ...    for cell in row:    ...        print(cell)    <Cell Sheet1.A1>    <Cell Sheet1.B1>    <Cell Sheet1.C1>    <Cell Sheet1.A2>    <Cell Sheet1.B2>    <Cell Sheet1.C2>

同样的Worksheet.iter_cols()方法将遍历列:

    >>> for col in ws.iter_cols(min_row=1, max_col=3, max_row=2):    ...     for cell in col:    ...         print(cell)    <Cell Sheet1.A1>    <Cell Sheet1.A2>    <Cell Sheet1.B1>    <Cell Sheet1.B2>    <Cell Sheet1.C1>    <Cell Sheet1.C2>

遍历文件的所有行或列,可以使用Worksheet.rows属性:

    >>> ws = wb.active    >>> ws['C9'] = 'hello world'    >>> tuple(ws.rows)    ((<Cell Sheet.A1>, <Cell Sheet.B1>, <Cell Sheet.C1>),    (<Cell Sheet.A2>, <Cell Sheet.B2>, <Cell Sheet.C2>),    (<Cell Sheet.A3>, <Cell Sheet.B3>, <Cell Sheet.C3>),    (<Cell Sheet.A4>, <Cell Sheet.B4>, <Cell Sheet.C4>),    (<Cell Sheet.A5>, <Cell Sheet.B5>, <Cell Sheet.C5>),    (<Cell Sheet.A6>, <Cell Sheet.B6>, <Cell Sheet.C6>),    (<Cell Sheet.A7>, <Cell Sheet.B7>, <Cell Sheet.C7>),    (<Cell Sheet.A8>, <Cell Sheet.B8>, <Cell Sheet.C8>),    (<Cell Sheet.A9>, <Cell Sheet.B9>, <Cell Sheet.C9>))

Worksheet.columns属性:

    >>> tuple(ws.columns)    ((<Cell Sheet.A1>,    <Cell Sheet.A2>,    <Cell Sheet.A3>,    <Cell Sheet.A4>,    <Cell Sheet.A5>,    <Cell Sheet.A6>,    ...    <Cell Sheet.B7>,    <Cell Sheet.B8>,    <Cell Sheet.B9>),    (<Cell Sheet.C1>,    <Cell Sheet.C2>,    <Cell Sheet.C3>,    <Cell Sheet.C4>,    <Cell Sheet.C5>,    <Cell Sheet.C6>,    <Cell Sheet.C7>,    <Cell Sheet.C8>,    <Cell Sheet.C9>))

使用Worksheet.append()或者迭代使用Worksheet.cell()新增一行数据:

    >>> for row in range(1, 40):    ...     ws1.append(range(600))
>>> for row in range(10, 20): ... for col in range(27, 54): ... _ = ws3.cell(column=col, row=row, value="{0}".format(get_column_letter(col)))

插入操作比较麻烦。可以使用Worksheet.insert_rows()插入一行或几行:

     >>> from openpyxl.utils import get_column_letter     >>> ws.insert_rows(7)      >>> row7 = ws[7]     >>> for col in range(27, 54):    ...         _ = ws3.cell(column=col, row=7, value="{0}".format(get_column_letter(col)))

Worksheet.insert_cols()操作类似。Worksheet.delete_rows()Worksheet.delete_cols()用来批量删除行和列。

06
只读取值
使用Worksheet.values属性遍历工作表中的所有行,但只返回单元格值:

    for row in ws.values:       for value in row:         print(value)

Worksheet.iter_rows()Worksheet.iter_cols()可以设置values_only参数来仅返回单元格的值:

    >>> for row in ws.iter_rows(min_row=1, max_col=3, max_row=2, values_only=True):    ...   print(row)    (None, None, None)    (None, None, None)

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70640Python办公自动化,5分钟掌握openpyxl操作!

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